Guide: LLM Market Analysis Loop

Recommended loop for context retrieval, analysis generation, and evidence retention.

  1. Read market context via MCP resources or API context endpoints.
  2. Generate hypotheses and attach to research pipeline entities.
  3. Validate data quality tier before running feature or analog queries.
  4. Store outputs as candidate evidence for reproducible promotion packets.